Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 2550 |
| Missing cells | 1176 |
| Missing cells (%) | 2.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 378.6 KiB |
| Average record size in memory | 152.1 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 8 |
LABEL2013 has constant value "Urban" | Constant |
LABEL2014 has constant value "Urban" | Constant |
LABEL2015 has constant value "Urban" | Constant |
LABEL2016 has constant value "Urban" | Constant |
LABEL2017 has constant value "Urban" | Constant |
LABEL2018 has constant value "Urban" | Constant |
LABEL2019 has constant value "Urban" | Constant |
LABEL2020 has constant value "Urban" | Constant |
df_index is highly correlated with LAT and 1 other fields | High correlation |
LON is highly correlated with df_index and 2 other fields | High correlation |
2013 is highly correlated with 2014 and 2 other fields | High correlation |
2014 is highly correlated with LON and 7 other fields | High correlation |
2015 is highly correlated with 2013 and 6 other fields | High correlation |
2016 is highly correlated with 2013 and 6 other fields | High correlation |
2017 is highly correlated with 2014 and 5 other fields | High correlation |
2018 is highly correlated with 2014 and 5 other fields | High correlation |
2019 is highly correlated with 2014 and 5 other fields | High correlation |
2020 is highly correlated with 2014 and 5 other fields | High correlation |
LABEL2020 is highly correlated with LABEL2017 and 6 other fields | High correlation |
LABEL2017 is highly correlated with LABEL2020 and 6 other fields | High correlation |
LABEL2016 is highly correlated with LABEL2020 and 6 other fields | High correlation |
LABEL2018 is highly correlated with LABEL2020 and 6 other fields | High correlation |
LABEL2019 is highly correlated with LABEL2020 and 6 other fields | High correlation |
LABEL2014 is highly correlated with LABEL2020 and 6 other fields | High correlation |
LABEL2013 is highly correlated with LABEL2020 and 6 other fields | High correlation |
LABEL2015 is highly correlated with LABEL2020 and 6 other fields | High correlation |
LAT is highly correlated with df_index and 1 other fields | High correlation |
LABEL2013 has 230 (9.0%) missing values | Missing |
LABEL2014 has 200 (7.8%) missing values | Missing |
LABEL2015 has 194 (7.6%) missing values | Missing |
LABEL2016 has 190 (7.5%) missing values | Missing |
LABEL2017 has 179 (7.0%) missing values | Missing |
LABEL2018 has 118 (4.6%) missing values | Missing |
LABEL2019 has 65 (2.5%) missing values | Missing |
df_index has unique values | Unique |
2013 has 786 (30.8%) zeros | Zeros |
2014 has 543 (21.3%) zeros | Zeros |
2015 has 168 (6.6%) zeros | Zeros |
2016 has 83 (3.3%) zeros | Zeros |
2017 has 62 (2.4%) zeros | Zeros |
2018 has 61 (2.4%) zeros | Zeros |
2019 has 57 (2.2%) zeros | Zeros |
2020 has 51 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-09-22 15:22:49.803583 |
|---|---|
| Analysis finished | 2022-09-22 15:23:07.039395 |
| Duration | 17.24 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 2550 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12901.11804 |
| Minimum | 107 |
|---|---|
| Maximum | 25800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 107 |
|---|---|
| 5-th percentile | 6984.45 |
| Q1 | 10530.25 |
| median | 12940.5 |
| Q3 | 15419.75 |
| 95-th percentile | 18046.1 |
| Maximum | 25800 |
| Range | 25693 |
| Interquartile range (IQR) | 4889.5 |
Descriptive statistics
| Standard deviation | 3937.916179 |
|---|---|
| Coefficient of variation (CV) | 0.3052383651 |
| Kurtosis | 1.662250451 |
| Mean | 12901.11804 |
| Median Absolute Deviation (MAD) | 2462 |
| Skewness | -0.1172750626 |
| Sum | 32897851 |
| Variance | 15507183.83 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 107 | 1 | < 0.1% |
| 14550 | 1 | < 0.1% |
| 14543 | 1 | < 0.1% |
| 14544 | 1 | < 0.1% |
| 14545 | 1 | < 0.1% |
| 14546 | 1 | < 0.1% |
| 14547 | 1 | < 0.1% |
| 14548 | 1 | < 0.1% |
| 14549 | 1 | < 0.1% |
| 14551 | 1 | < 0.1% |
| Other values (2540) | 2540 |
| Value | Count | Frequency (%) |
| 107 | 1 | |
| 108 | 1 | |
| 143 | 1 | |
| 246 | 1 | |
| 247 | 1 | |
| 347 | 1 | |
| 348 | 1 | |
| 425 | 1 | |
| 426 | 1 | |
| 427 | 1 |
| Value | Count | Frequency (%) |
| 25800 | 1 | |
| 25774 | 1 | |
| 25473 | 1 | |
| 25455 | 1 | |
| 25453 | 1 | |
| 25399 | 1 | |
| 25382 | 1 | |
| 25381 | 1 | |
| 25380 | 1 | |
| 25379 | 1 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.43357255 |
| Minimum | 17.0275 |
|---|---|
| Maximum | 17.7475 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 17.0275 |
|---|---|
| 5-th percentile | 17.3075 |
| Q1 | 17.3775 |
| median | 17.4425 |
| Q3 | 17.4975 |
| 95-th percentile | 17.5425 |
| Maximum | 17.7475 |
| Range | 0.72 |
| Interquartile range (IQR) | 0.12 |
Descriptive statistics
| Standard deviation | 0.08394416492 |
|---|---|
| Coefficient of variation (CV) | 0.004815086792 |
| Kurtosis | 1.99202693 |
| Mean | 17.43357255 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | -0.6344688667 |
| Sum | 44455.61 |
| Variance | 0.007046622824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.5075 | 65 | 2.5% |
| 17.4975 | 62 | 2.4% |
| 17.5125 | 62 | 2.4% |
| 17.5025 | 61 | 2.4% |
| 17.4525 | 61 | 2.4% |
| 17.4925 | 61 | 2.4% |
| 17.4825 | 60 | 2.4% |
| 17.4475 | 60 | 2.4% |
| 17.4575 | 59 | 2.3% |
| 17.4625 | 59 | 2.3% |
| Other values (90) | 1940 |
| Value | Count | Frequency (%) |
| 17.0275 | 2 | |
| 17.0625 | 2 | |
| 17.0675 | 4 | |
| 17.0725 | 4 | |
| 17.0775 | 4 | |
| 17.0825 | 1 | < 0.1% |
| 17.0875 | 1 | < 0.1% |
| 17.0975 | 2 | |
| 17.1275 | 2 | |
| 17.1525 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.7475 | 1 | < 0.1% |
| 17.7425 | 2 | 0.1% |
| 17.6875 | 1 | < 0.1% |
| 17.6425 | 3 | |
| 17.6375 | 5 | |
| 17.6325 | 6 | |
| 17.6275 | 4 | |
| 17.6225 | 5 | |
| 17.6175 | 6 | |
| 17.6125 | 5 |
| Distinct | 139 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.465233 |
| Minimum | 78.0475 |
|---|---|
| Maximum | 78.92751 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 78.0475 |
|---|---|
| 5-th percentile | 78.28751 |
| Q1 | 78.3975 |
| median | 78.4675 |
| Q3 | 78.53751 |
| 95-th percentile | 78.6125 |
| Maximum | 78.92751 |
| Range | 0.88001 |
| Interquartile range (IQR) | 0.14001 |
Descriptive statistics
| Standard deviation | 0.1193077387 |
|---|---|
| Coefficient of variation (CV) | 0.001520517229 |
| Kurtosis | 2.605373412 |
| Mean | 78.465233 |
| Median Absolute Deviation (MAD) | 0.07001 |
| Skewness | -0.008685703397 |
| Sum | 200086.3441 |
| Variance | 0.01423433651 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 78.42751 | 53 | 2.1% |
| 78.4325 | 53 | 2.1% |
| 78.4875 | 52 | 2.0% |
| 78.48251 | 50 | 2.0% |
| 78.4625 | 50 | 2.0% |
| 78.4225 | 49 | 1.9% |
| 78.4775 | 49 | 1.9% |
| 78.4175 | 48 | 1.9% |
| 78.4375 | 48 | 1.9% |
| 78.5175 | 48 | 1.9% |
| Other values (129) | 2050 |
| Value | Count | Frequency (%) |
| 78.0475 | 2 | 0.1% |
| 78.05251 | 1 | < 0.1% |
| 78.0625 | 2 | 0.1% |
| 78.0675 | 2 | 0.1% |
| 78.0725 | 6 | |
| 78.0775 | 11 | |
| 78.0825 | 6 | |
| 78.0875 | 5 | |
| 78.1125 | 1 | < 0.1% |
| 78.1175 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 78.92751 | 1 | < 0.1% |
| 78.9225 | 1 | < 0.1% |
| 78.9025 | 1 | < 0.1% |
| 78.8975 | 3 | 0.1% |
| 78.8925 | 8 | |
| 78.8875 | 7 | |
| 78.8825 | 7 | |
| 78.8775 | 5 | |
| 78.87251 | 3 | 0.1% |
| 78.8375 | 1 | < 0.1% |
| Distinct | 1765 |
|---|---|
| Distinct (%) | 69.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1250.724445 |
| Minimum | 0 |
|---|---|
| Maximum | 9756.0752 |
| Zeros | 786 |
| Zeros (%) | 30.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 585.4917 |
| Q3 | 1830.810575 |
| 95-th percentile | 4681.12954 |
| Maximum | 9756.0752 |
| Range | 9756.0752 |
| Interquartile range (IQR) | 1830.810575 |
Descriptive statistics
| Standard deviation | 1652.865109 |
|---|---|
| Coefficient of variation (CV) | 1.321526188 |
| Kurtosis | 3.410446079 |
| Mean | 1250.724445 |
| Median Absolute Deviation (MAD) | 585.4917 |
| Skewness | 1.812238957 |
| Sum | 3189347.336 |
| Variance | 2731963.069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 1757.70972 | 1 | < 0.1% |
| 1001.34381 | 1 | < 0.1% |
| 55.66813 | 1 | < 0.1% |
| 16.64465 | 1 | < 0.1% |
| 815.24066 | 1 | < 0.1% |
| 268.20905 | 1 | < 0.1% |
| 313.37112 | 1 | < 0.1% |
| 654.18848 | 1 | < 0.1% |
| 1121.21558 | 1 | < 0.1% |
| Other values (1755) | 1755 |
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 0.51894 | 1 | < 0.1% |
| 1.98535 | 1 | < 0.1% |
| 4.02218 | 1 | < 0.1% |
| 4.64364 | 1 | < 0.1% |
| 4.78365 | 1 | < 0.1% |
| 6.97021 | 1 | < 0.1% |
| 7.0865 | 1 | < 0.1% |
| 9.24015 | 1 | < 0.1% |
| 13.75133 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9756.0752 | 1 | |
| 9685.37305 | 1 | |
| 9536.60547 | 1 | |
| 9107.61914 | 1 | |
| 9064.5752 | 1 | |
| 8957.39453 | 1 | |
| 8872.7373 | 1 | |
| 8367.24512 | 1 | |
| 8280.75488 | 1 | |
| 8267.02539 | 1 |
| Distinct | 2008 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2296.014009 |
| Minimum | 0 |
|---|---|
| Maximum | 11829.86328 |
| Zeros | 543 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 199.4760925 |
| median | 1287.46558 |
| Q3 | 3809.03705 |
| 95-th percentile | 7580.554174 |
| Maximum | 11829.86328 |
| Range | 11829.86328 |
| Interquartile range (IQR) | 3609.560957 |
Descriptive statistics
| Standard deviation | 2503.449557 |
|---|---|
| Coefficient of variation (CV) | 1.090345942 |
| Kurtosis | 0.2357906393 |
| Mean | 2296.014009 |
| Median Absolute Deviation (MAD) | 1287.46558 |
| Skewness | 1.091058302 |
| Sum | 5854835.723 |
| Variance | 6267259.684 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 543 | 21.3% |
| 4389.75293 | 1 | < 0.1% |
| 5059.28223 | 1 | < 0.1% |
| 5950.63379 | 1 | < 0.1% |
| 6278.62598 | 1 | < 0.1% |
| 7814.08252 | 1 | < 0.1% |
| 8565.86133 | 1 | < 0.1% |
| 7154.26465 | 1 | < 0.1% |
| 6590.29297 | 1 | < 0.1% |
| 7796.44971 | 1 | < 0.1% |
| Other values (1998) | 1998 |
| Value | Count | Frequency (%) |
| 0 | 543 | |
| 1.98535 | 1 | < 0.1% |
| 4.02218 | 1 | < 0.1% |
| 4.64364 | 1 | < 0.1% |
| 4.78365 | 1 | < 0.1% |
| 7.0865 | 1 | < 0.1% |
| 9.24015 | 1 | < 0.1% |
| 12.31076 | 1 | < 0.1% |
| 13.72463 | 1 | < 0.1% |
| 15.86499 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11829.86328 | 1 | |
| 10705.52832 | 1 | |
| 10586.00879 | 1 | |
| 10238.8291 | 1 | |
| 10185.72461 | 1 | |
| 10183.80957 | 1 | |
| 10181.1748 | 1 | |
| 10115.18652 | 1 | |
| 9963.30957 | 1 | |
| 9932.44824 | 1 |
| Distinct | 2383 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3779.467698 |
| Minimum | 0 |
|---|---|
| Maximum | 13333.70801 |
| Zeros | 168 |
| Zeros (%) | 6.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1531.422518 |
| median | 3523.53894 |
| Q3 | 5814.852418 |
| 95-th percentile | 8311.085203 |
| Maximum | 13333.70801 |
| Range | 13333.70801 |
| Interquartile range (IQR) | 4283.4299 |
Descriptive statistics
| Standard deviation | 2658.114725 |
|---|---|
| Coefficient of variation (CV) | 0.7033039935 |
| Kurtosis | -0.693980699 |
| Mean | 3779.467698 |
| Median Absolute Deviation (MAD) | 2132.384885 |
| Skewness | 0.3863947061 |
| Sum | 9637642.63 |
| Variance | 7065573.893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 168 | 6.6% |
| 8113.09912 | 1 | < 0.1% |
| 7154.89746 | 1 | < 0.1% |
| 5587.11279 | 1 | < 0.1% |
| 6762.30615 | 1 | < 0.1% |
| 7116.30078 | 1 | < 0.1% |
| 3526.50903 | 1 | < 0.1% |
| 4718.71484 | 1 | < 0.1% |
| 9823.08105 | 1 | < 0.1% |
| 9275.00098 | 1 | < 0.1% |
| Other values (2373) | 2373 |
| Value | Count | Frequency (%) |
| 0 | 168 | |
| 13.72463 | 1 | < 0.1% |
| 18.6806 | 1 | < 0.1% |
| 21.56686 | 1 | < 0.1% |
| 22.54473 | 1 | < 0.1% |
| 24.2603 | 1 | < 0.1% |
| 28.72112 | 1 | < 0.1% |
| 34.09649 | 1 | < 0.1% |
| 41.01432 | 1 | < 0.1% |
| 49.11555 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13333.70801 | 1 | |
| 13245.87305 | 1 | |
| 12632.6709 | 1 | |
| 11832.88281 | 1 | |
| 11765.66797 | 1 | |
| 11589.7666 | 1 | |
| 11110.6377 | 1 | |
| 10918.5166 | 1 | |
| 10761.90332 | 1 | |
| 10725.00879 | 1 |
| Distinct | 2468 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5187.219477 |
| Minimum | 0 |
|---|---|
| Maximum | 15308.28418 |
| Zeros | 83 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 533.0027955 |
| Q1 | 2976.717893 |
| median | 5239.228515 |
| Q3 | 7354.420412 |
| 95-th percentile | 9596.914061 |
| Maximum | 15308.28418 |
| Range | 15308.28418 |
| Interquartile range (IQR) | 4377.70252 |
Descriptive statistics
| Standard deviation | 2851.520145 |
|---|---|
| Coefficient of variation (CV) | 0.5497203575 |
| Kurtosis | -0.6527784932 |
| Mean | 5187.219477 |
| Median Absolute Deviation (MAD) | 2169.234745 |
| Skewness | 0.06510166397 |
| Sum | 13227409.67 |
| Variance | 8131167.139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 83 | 3.3% |
| 3130.10791 | 1 | < 0.1% |
| 9824.61914 | 1 | < 0.1% |
| 8562.40137 | 1 | < 0.1% |
| 8828.875 | 1 | < 0.1% |
| 3742.33667 | 1 | < 0.1% |
| 8649.89941 | 1 | < 0.1% |
| 7407.21875 | 1 | < 0.1% |
| 4270.50244 | 1 | < 0.1% |
| 3928.36816 | 1 | < 0.1% |
| Other values (2458) | 2458 |
| Value | Count | Frequency (%) |
| 0 | 83 | |
| 10.71252 | 1 | < 0.1% |
| 11.73522 | 1 | < 0.1% |
| 21.56686 | 1 | < 0.1% |
| 28.72112 | 1 | < 0.1% |
| 71.11914 | 1 | < 0.1% |
| 77.24956 | 1 | < 0.1% |
| 102.96963 | 1 | < 0.1% |
| 106.12666 | 1 | < 0.1% |
| 128.14275 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15308.28418 | 1 | |
| 15274.26367 | 1 | |
| 13830.87695 | 1 | |
| 13477.22852 | 1 | |
| 13212.47949 | 1 | |
| 13006.55371 | 1 | |
| 12857.41309 | 1 | |
| 12790.9668 | 1 | |
| 12771.90625 | 1 | |
| 12601.27637 | 1 |
| Distinct | 2489 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5521.008381 |
| Minimum | 0 |
|---|---|
| Maximum | 15504.71875 |
| Zeros | 62 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 686.481136 |
| Q1 | 3432.009278 |
| median | 5656.745115 |
| Q3 | 7629.78455 |
| 95-th percentile | 9721.926221 |
| Maximum | 15504.71875 |
| Range | 15504.71875 |
| Interquartile range (IQR) | 4197.775272 |
Descriptive statistics
| Standard deviation | 2794.124812 |
|---|---|
| Coefficient of variation (CV) | 0.5060895799 |
| Kurtosis | -0.5298231896 |
| Mean | 5521.008381 |
| Median Absolute Deviation (MAD) | 2089.33106 |
| Skewness | -0.01493390579 |
| Sum | 14078571.37 |
| Variance | 7807133.465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62 | 2.4% |
| 3651.01465 | 1 | < 0.1% |
| 9477.86719 | 1 | < 0.1% |
| 3711.58691 | 1 | < 0.1% |
| 8947.88281 | 1 | < 0.1% |
| 8125.49561 | 1 | < 0.1% |
| 4810.06982 | 1 | < 0.1% |
| 4334.55566 | 1 | < 0.1% |
| 3416.97046 | 1 | < 0.1% |
| 5018.67822 | 1 | < 0.1% |
| Other values (2479) | 2479 |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 10.768 | 1 | < 0.1% |
| 21.56686 | 1 | < 0.1% |
| 29.41518 | 1 | < 0.1% |
| 47.28738 | 1 | < 0.1% |
| 57.97614 | 1 | < 0.1% |
| 71.11914 | 1 | < 0.1% |
| 77.21277 | 1 | < 0.1% |
| 91.70498 | 1 | < 0.1% |
| 100.86575 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15504.71875 | 1 | |
| 15395.75586 | 1 | |
| 13878.33203 | 1 | |
| 13849.60156 | 1 | |
| 13776.4248 | 1 | |
| 13468.87793 | 1 | |
| 13252.1123 | 1 | |
| 13139.76367 | 1 | |
| 12893.33398 | 1 | |
| 12794.59668 | 1 |
| Distinct | 2490 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5564.770814 |
| Minimum | 0 |
|---|---|
| Maximum | 15504.71875 |
| Zeros | 61 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 758.727235 |
| Q1 | 3458.108215 |
| median | 5697.28882 |
| Q3 | 7665.206302 |
| 95-th percentile | 9809.960892 |
| Maximum | 15504.71875 |
| Range | 15504.71875 |
| Interquartile range (IQR) | 4207.098088 |
Descriptive statistics
| Standard deviation | 2794.526635 |
|---|---|
| Coefficient of variation (CV) | 0.502181802 |
| Kurtosis | -0.5183716348 |
| Mean | 5564.770814 |
| Median Absolute Deviation (MAD) | 2100.90674 |
| Skewness | -0.01661055651 |
| Sum | 14190165.58 |
| Variance | 7809379.115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 61 | 2.4% |
| 3416.97046 | 1 | < 0.1% |
| 9228.57715 | 1 | < 0.1% |
| 9477.86719 | 1 | < 0.1% |
| 3795.38477 | 1 | < 0.1% |
| 8991.98926 | 1 | < 0.1% |
| 8125.49561 | 1 | < 0.1% |
| 4810.06982 | 1 | < 0.1% |
| 4334.55566 | 1 | < 0.1% |
| 3651.01465 | 1 | < 0.1% |
| Other values (2480) | 2480 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 10.768 | 1 | < 0.1% |
| 21.56686 | 1 | < 0.1% |
| 47.28738 | 1 | < 0.1% |
| 57.97614 | 1 | < 0.1% |
| 71.11914 | 1 | < 0.1% |
| 77.21277 | 1 | < 0.1% |
| 91.70498 | 1 | < 0.1% |
| 100.86575 | 1 | < 0.1% |
| 103.33617 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15504.71875 | 1 | |
| 15395.75586 | 1 | |
| 13878.33203 | 1 | |
| 13849.60156 | 1 | |
| 13776.4248 | 1 | |
| 13468.87793 | 1 | |
| 13252.23828 | 1 | |
| 13188.44531 | 1 | |
| 13139.76367 | 1 | |
| 12893.33398 | 1 |
| Distinct | 2494 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5670.976333 |
| Minimum | 0 |
|---|---|
| Maximum | 15504.71875 |
| Zeros | 57 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 783.1089885 |
| Q1 | 3577.907655 |
| median | 5851.732665 |
| Q3 | 7816.106325 |
| 95-th percentile | 9919.668601 |
| Maximum | 15504.71875 |
| Range | 15504.71875 |
| Interquartile range (IQR) | 4238.19867 |
Descriptive statistics
| Standard deviation | 2819.175989 |
|---|---|
| Coefficient of variation (CV) | 0.497123568 |
| Kurtosis | -0.4910815944 |
| Mean | 5670.976333 |
| Median Absolute Deviation (MAD) | 2070.17749 |
| Skewness | -0.03624552865 |
| Sum | 14460989.65 |
| Variance | 7947753.256 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57 | 2.2% |
| 4291.4751 | 1 | < 0.1% |
| 9708.22754 | 1 | < 0.1% |
| 9283.75098 | 1 | < 0.1% |
| 9496.38867 | 1 | < 0.1% |
| 3795.38477 | 1 | < 0.1% |
| 9113.27637 | 1 | < 0.1% |
| 8210.55078 | 1 | < 0.1% |
| 4807.91016 | 1 | < 0.1% |
| 3404.24756 | 1 | < 0.1% |
| Other values (2484) | 2484 |
| Value | Count | Frequency (%) |
| 0 | 57 | |
| 10.768 | 1 | < 0.1% |
| 47.27638 | 1 | < 0.1% |
| 47.28738 | 1 | < 0.1% |
| 57.97614 | 1 | < 0.1% |
| 71.11914 | 1 | < 0.1% |
| 91.70498 | 1 | < 0.1% |
| 100.86575 | 1 | < 0.1% |
| 103.33617 | 1 | < 0.1% |
| 108.8453 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15504.71875 | 1 | |
| 15398.2627 | 1 | |
| 14757.6543 | 1 | |
| 14688.9248 | 1 | |
| 13878.33203 | 1 | |
| 13858.42871 | 1 | |
| 13776.4248 | 1 | |
| 13468.87793 | 1 | |
| 13252.23828 | 1 | |
| 13139.76367 | 1 |
| Distinct | 2500 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5746.529868 |
| Minimum | 0 |
|---|---|
| Maximum | 15504.71875 |
| Zeros | 51 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 904.256095 |
| Q1 | 3666.710145 |
| median | 5980.066895 |
| Q3 | 7877.377077 |
| 95-th percentile | 9988.177781 |
| Maximum | 15504.71875 |
| Range | 15504.71875 |
| Interquartile range (IQR) | 4210.666932 |
Descriptive statistics
| Standard deviation | 2815.937566 |
|---|---|
| Coefficient of variation (CV) | 0.4900240023 |
| Kurtosis | -0.4845828368 |
| Mean | 5746.529868 |
| Median Absolute Deviation (MAD) | 2043.466305 |
| Skewness | -0.05861127092 |
| Sum | 14653651.16 |
| Variance | 7929504.373 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51 | 2.0% |
| 5076.82129 | 1 | < 0.1% |
| 4060.08032 | 1 | < 0.1% |
| 9161.93164 | 1 | < 0.1% |
| 8210.55078 | 1 | < 0.1% |
| 4807.91016 | 1 | < 0.1% |
| 4291.4751 | 1 | < 0.1% |
| 3404.24756 | 1 | < 0.1% |
| 3653.00024 | 1 | < 0.1% |
| 4796.00293 | 1 | < 0.1% |
| Other values (2490) | 2490 |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 10.768 | 1 | < 0.1% |
| 47.27638 | 1 | < 0.1% |
| 47.28738 | 1 | < 0.1% |
| 57.97614 | 1 | < 0.1% |
| 70.72638 | 1 | < 0.1% |
| 78.51696 | 1 | < 0.1% |
| 91.70498 | 1 | < 0.1% |
| 100.86575 | 1 | < 0.1% |
| 103.33617 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15504.71875 | 1 | |
| 15398.2627 | 1 | |
| 14757.6543 | 1 | |
| 14688.9248 | 1 | |
| 13914.3916 | 1 | |
| 13878.33203 | 1 | |
| 13858.42871 | 1 | |
| 13468.87793 | 1 | |
| 13252.0293 | 1 | |
| 13139.78711 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 230 |
| Missing (%) | 9.0% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11600 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2320 | |
| (Missing) | 230 | 9.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2320 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2320 | |
| r | 2320 | |
| b | 2320 | |
| a | 2320 | |
| n | 2320 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9280 | |
| Uppercase Letter | 2320 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2320 | |
| b | 2320 | |
| a | 2320 | |
| n | 2320 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2320 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11600 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2320 | |
| r | 2320 | |
| b | 2320 | |
| a | 2320 | |
| n | 2320 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2320 | |
| r | 2320 | |
| b | 2320 | |
| a | 2320 | |
| n | 2320 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 200 |
| Missing (%) | 7.8% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11750 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2350 | |
| (Missing) | 200 | 7.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2350 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2350 | |
| r | 2350 | |
| b | 2350 | |
| a | 2350 | |
| n | 2350 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9400 | |
| Uppercase Letter | 2350 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2350 | |
| b | 2350 | |
| a | 2350 | |
| n | 2350 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11750 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2350 | |
| r | 2350 | |
| b | 2350 | |
| a | 2350 | |
| n | 2350 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2350 | |
| r | 2350 | |
| b | 2350 | |
| a | 2350 | |
| n | 2350 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 194 |
| Missing (%) | 7.6% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11780 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2356 | |
| (Missing) | 194 | 7.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2356 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2356 | |
| r | 2356 | |
| b | 2356 | |
| a | 2356 | |
| n | 2356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9424 | |
| Uppercase Letter | 2356 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2356 | |
| b | 2356 | |
| a | 2356 | |
| n | 2356 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2356 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11780 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2356 | |
| r | 2356 | |
| b | 2356 | |
| a | 2356 | |
| n | 2356 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11780 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2356 | |
| r | 2356 | |
| b | 2356 | |
| a | 2356 | |
| n | 2356 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 190 |
| Missing (%) | 7.5% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11800 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2360 | |
| (Missing) | 190 | 7.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2360 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2360 | |
| r | 2360 | |
| b | 2360 | |
| a | 2360 | |
| n | 2360 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9440 | |
| Uppercase Letter | 2360 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2360 | |
| b | 2360 | |
| a | 2360 | |
| n | 2360 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2360 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11800 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2360 | |
| r | 2360 | |
| b | 2360 | |
| a | 2360 | |
| n | 2360 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2360 | |
| r | 2360 | |
| b | 2360 | |
| a | 2360 | |
| n | 2360 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 179 |
| Missing (%) | 7.0% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 11855 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2371 | |
| (Missing) | 179 | 7.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2371 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2371 | |
| r | 2371 | |
| b | 2371 | |
| a | 2371 | |
| n | 2371 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9484 | |
| Uppercase Letter | 2371 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2371 | |
| b | 2371 | |
| a | 2371 | |
| n | 2371 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2371 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11855 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2371 | |
| r | 2371 | |
| b | 2371 | |
| a | 2371 | |
| n | 2371 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11855 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2371 | |
| r | 2371 | |
| b | 2371 | |
| a | 2371 | |
| n | 2371 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 118 |
| Missing (%) | 4.6% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 12160 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2432 | |
| (Missing) | 118 | 4.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2432 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2432 | |
| r | 2432 | |
| b | 2432 | |
| a | 2432 | |
| n | 2432 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9728 | |
| Uppercase Letter | 2432 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2432 | |
| b | 2432 | |
| a | 2432 | |
| n | 2432 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2432 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12160 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2432 | |
| r | 2432 | |
| b | 2432 | |
| a | 2432 | |
| n | 2432 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12160 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2432 | |
| r | 2432 | |
| b | 2432 | |
| a | 2432 | |
| n | 2432 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 65 |
| Missing (%) | 2.5% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 12425 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2485 | |
| (Missing) | 65 | 2.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2485 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2485 | |
| r | 2485 | |
| b | 2485 | |
| a | 2485 | |
| n | 2485 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9940 | |
| Uppercase Letter | 2485 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2485 | |
| b | 2485 | |
| a | 2485 | |
| n | 2485 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2485 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12425 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2485 | |
| r | 2485 | |
| b | 2485 | |
| a | 2485 | |
| n | 2485 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12425 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2485 | |
| r | 2485 | |
| b | 2485 | |
| a | 2485 | |
| n | 2485 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.0 KiB |
| Urban |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 12750 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Urban |
|---|---|
| 2nd row | Urban |
| 3rd row | Urban |
| 4th row | Urban |
| 5th row | Urban |
Common Values
| Value | Count | Frequency (%) |
| Urban | 2550 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| urban | 2550 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2550 | |
| r | 2550 | |
| b | 2550 | |
| a | 2550 | |
| n | 2550 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10200 | |
| Uppercase Letter | 2550 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2550 | |
| b | 2550 | |
| a | 2550 | |
| n | 2550 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2550 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12750 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 2550 | |
| r | 2550 | |
| b | 2550 | |
| a | 2550 | |
| n | 2550 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 2550 | |
| r | 2550 | |
| b | 2550 | |
| a | 2550 | |
| n | 2550 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | LAT | LON | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | LABEL2013 | LABEL2014 | LABEL2015 | LABEL2016 | LABEL2017 | LABEL2018 | LABEL2019 | LABEL2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 107 | 17.3775 | 78.04750 | 0.0 | 0.0 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 1 | 108 | 17.3825 | 78.04750 | 0.0 | 0.0 | 0.00000 | 0.00000 | 550.80963 | 550.80963 | 550.80963 | 550.80963 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2 | 143 | 17.3775 | 78.05251 | 0.0 | 0.0 | 0.00000 | 0.00000 | 355.16251 | 355.16251 | 355.16251 | 355.16251 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 3 | 246 | 17.3325 | 78.06250 | 0.0 | 0.0 | 2759.31934 | 2761.86084 | 2761.86084 | 2761.86084 | 2761.86084 | 3594.86499 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 4 | 247 | 17.3375 | 78.06250 | 0.0 | 0.0 | 603.91541 | 603.91541 | 603.91541 | 603.91541 | 603.91541 | 994.47986 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 5 | 347 | 17.6225 | 78.06750 | 0.0 | 0.0 | 589.46979 | 589.46979 | 589.46979 | 589.46979 | 589.46979 | 589.46979 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 6 | 348 | 17.6275 | 78.06750 | 0.0 | 0.0 | 592.54913 | 592.54913 | 592.54913 | 592.54913 | 771.26556 | 771.26556 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 7 | 425 | 17.6075 | 78.07250 | 0.0 | 0.0 | 2093.80176 | 2093.80176 | 2093.80176 | 2093.80176 | 2055.73267 | 2055.73267 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 8 | 426 | 17.6125 | 78.07250 | 0.0 | 0.0 | 6871.57324 | 7579.71045 | 6865.41699 | 6865.41699 | 6919.68604 | 6918.69287 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 9 | 427 | 17.6175 | 78.07250 | 0.0 | 0.0 | 3257.40747 | 3290.53516 | 3290.53516 | 3290.53516 | 3282.27075 | 3282.41064 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
Last rows
| df_index | LAT | LON | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | LABEL2013 | LABEL2014 | LABEL2015 | LABEL2016 | LABEL2017 | LABEL2018 | LABEL2019 | LABEL2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2540 | 25379 | 17.5225 | 78.89250 | 59.89426 | 88.60258 | 82.70728 | 6456.61768 | 6459.45166 | 6459.45166 | 6391.63965 | 6493.99268 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2541 | 25380 | 17.5275 | 78.89250 | 560.89545 | 545.35126 | 1945.49292 | 3845.48535 | 6807.55664 | 6807.55664 | 6854.75781 | 7330.81494 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2542 | 25381 | 17.5325 | 78.89250 | 0.00000 | 0.00000 | 899.63824 | 899.63824 | 3701.61133 | 3701.61133 | 3687.56323 | 3687.56323 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2543 | 25382 | 17.5375 | 78.89250 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2544 | 25399 | 17.2525 | 78.89750 | 575.61755 | 559.93976 | 559.93976 | 559.93976 | 1736.65210 | 3628.38843 | 4064.40430 | 4064.40430 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2545 | 25453 | 17.5225 | 78.89750 | 0.00000 | 0.00000 | 0.00000 | 1660.81165 | 1660.81165 | 1660.81165 | 1634.37793 | 2400.31177 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2546 | 25455 | 17.5325 | 78.89750 | 138.73227 | 120.56501 | 726.67505 | 726.67505 | 1761.58179 | 1761.58179 | 1787.53699 | 1886.89514 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2547 | 25473 | 17.2525 | 78.90250 | 565.82843 | 565.96167 | 909.98468 | 909.98779 | 2067.62183 | 3230.78687 | 3531.38818 | 3531.38818 | None | None | None | None | None | None | None | Urban |
| 2548 | 25774 | 17.4625 | 78.92250 | 81.45361 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | Urban | Urban | Urban | Urban | Urban | Urban | Urban | Urban |
| 2549 | 25800 | 17.2325 | 78.92751 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | 0.00000 | None | None | None | None | None | None | None | Urban |